"Just work, babe," Liam had said, a little too quickly, when she'd found him talking on the phone in his car. But it wasn't work. Not again. Emily sat on the sofa, picking at a loose thread on the cushion. The simple act felt impossible. Her hands shook.

The television flickered, the voices a meaningless jumble. She couldn't focus. Her thoughts swirled like a storm. He was supposed to have told her everything. Now, she felt like she was missing a piece of the puzzle.

She stood up and paced the living room, her steps quick and agitated. The space, once familiar and comforting, now felt alien, each object a silent judgment. She needed to know.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290